Real-time Multi Source Speech Enhancement based on Sound Source Separation using Microphone Array

被引:0
|
作者
Jeyasingh, P. [1 ]
Ismail, M. Mohamed [2 ]
机构
[1] Jasmin Infotech Pvt Ltd, ECE Dept, BS Abdur Rahman Crescent Inst Sci & Technol, Chennai, Tamil Nadu, India
[2] BS Abdur Rahman Crescent Inst Sci & Technol, Dept Elect & Commun, Chennai, Tamil Nadu, India
关键词
Sound Source Localization; Direction of Array; TDOA; Microphone arrays; BLIND SEPARATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a Sound Source Localization method based on source separation algorithm technique, which can be applied to application of reverberant environment where multiple acoustic sources are present. In this paper, we proposed the study and implementation of sound source localization and sound separation algorithm which uses three sources with eight microphones system is presented. The proposed system uses the signals which are acquired by a set of microphone arrays at different positions are considered as an input source. Therecorded signals are applied into the source localization to obtain the Direction Of Arrival (DOA) of each source pair. The phase angle between the sources are estimated based on TDOA algorithm and mixture of source signals are separated based on the radial bins which is given into the system and the particular direction of signal is separated from the mixed signals. The Separated output noise level istested with the input speech signal and it is found that noise level is comparatively reduced with the applied input signal.
引用
收藏
页码:183 / 187
页数:5
相关论文
共 50 条
  • [1] Real-Time Microphone Array Processing for Sound Source Separation and Localization
    Sun, Longji
    Cheng, Qi
    [J]. 2013 47TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS), 2013,
  • [2] Source counting in real-time sound source localization using a circular microphone array
    Pavlidi, Despoina
    Griffin, Anthony
    Puigt, Matthieu
    Mouchtaris, Athanasios
    [J]. 2012 IEEE 7TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), 2012, : 521 - 524
  • [3] Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array
    Pavlidi, Despoina
    Griffin, Anthony
    Puigt, Matthieu
    Mouchtaris, Athanasios
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2013, 21 (10): : 2193 - 2206
  • [4] Real-time sound source orientation estimation using a 96 channel microphone array
    Nakajima, Hirofumi
    Kikuchi, Keiko
    Daigo, Toru
    Kaneda, Yutaka
    Nakadai, Kazuhiro
    Hasegawa, Yuji
    [J]. 2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, : 676 - 683
  • [5] Real-Time Sound Source Localization on an Embedded GPU Using a Spherical Microphone Array
    Belloch, Jose A.
    Cobos, Maximo
    Gonzalez, Alberto
    Quintana-Orti, Enrique S.
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE, 2015, 51 : 201 - 210
  • [6] REAL-TIME MULTIPLE SOUND SOURCE LOCALIZATION USING A CIRCULAR MICROPHONE ARRAY BASED ON SINGLE-SOURCE CONFIDENCE MEASURES
    Pavlidi, Despoina
    Puigt, Matthieu
    Griffin, Anthony
    Mouchtaris, Athanasios
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 2625 - 2628
  • [7] Research and implementation on a real-time microphone array sound source localization system
    Peng, Kui
    Wu, Xiaopei
    Luo, Yaqin
    Gong, Xiaoxiao
    [J]. PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 589 - 595
  • [8] Real-time Sound Source Localisation for Target Tracking Applications using an Asynchronous Microphone Array
    Su, Daobilige
    Miro, Jaime Valls
    Vidal-Calleja, Teresa
    [J]. PROCEEDINGS OF THE 2015 10TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, 2015, : 1266 - 1271
  • [9] Real-time multiple sound source localization and counting using a soundfield microphone
    Jia, Maoshen
    Sun, Jundai
    Bao, Changchun
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2017, 8 (06) : 829 - 844
  • [10] Real-time multiple sound source localization and counting using a soundfield microphone
    Maoshen Jia
    Jundai Sun
    Changchun Bao
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2017, 8 : 829 - 844